AEO Diagnostic Engine

Find the Root Cause of Low AI Visibility

Flozi’s core audit engine evaluates retrievability and authority to determine how visible and trusted your site is in AI systems.

Why Don't Traditional Tools Explain AI Visibility?

Most websites don't know why AI systems ignore them, use their content but drop attribution, or consistently cite competitors instead. Traditional tools show rankings that don't predict AI mentions, traffic that doesn't explain influence, and generic scores with no diagnostic depth.

Teams optimize blindly, waste effort on the wrong problems, and never understand why AI visibility stays low.

What the Diagnostic Engine Does

Four sequential steps — this feature runs as a process.

Can AI Find Your Pages?

Runs across your entire site and establishes your AEO baseline - three checks, every qurey and every page
1

Query Generation

Identifies the queries your site should be answering
2

Page Matching

Measures how well each page answers each query
3

Content Check

Check whether your content is built for AI to use

Runs Authority Checks

1
Checks whether your brand is explicitly mentioned in the AI's response - not just cited silently.
2
Checks whether AI includes your brand when listing tools, options, or alternatives in the category.
3
Scores the framing - primary recommendation, listed alongside others, or described as secondary.

Maps to Visibility Quadrants

1
Al doesn't find your pages and doesn't name you. Start with content basics.
2
Al finds your pages but gives the credit to someone else -flozi.io is here.
3
Al knows your brand but can't reliably find your pages. Name exists, content doesn't back it up.
4
Al finds your pages and names you as the source - this is the goal.

Generates a Prioritized Fix Plan

1
Pulls every issue flagged across the query, matching, and content checks into a single list.
2
Each issue is weighted by how many queries it blocks. Fixes that unblock the most queries rank highest.
3
Some fixes depend on others being done first. The plan respects these dependencies so no effort is wasted.
4
Citation and brand fixes are suppressed until content fundamentals are stable. They unlock automatically on the next run.

“Finally - a tool that tells you why AI picks your”

Early feedback from our team and beta testers

Frequently Asked Questions

Clear answers to the most common questions about Flozi, features, and getting started.
What happens after I find out what's wrong?

Flozi AEO Adviser converts the diagnosis findings into a prioritised fix list, specific to your site, ranked by impact.

What signals does AI use to decide who to recommend?

AI uses content extractability, entity clarity, structured answer blocks, and topic coverage. Flozi AI Visibility Diagnosis checks all of them for the website.

How do you actually measure what AI systems see on my site?

Flozi AI Visibility Diagnosis audits your site the way AI does, content extractability, entity clarity, answer structure, and topic coverage.

Does Flozi check ChatGPT, Perplexity, or both?

Flozi AI Visibility Diagnosis evaluates the structural signals AI systems broadly use to cite content but does ChatGPT only for now.

How do I know what my competitors are doing to show up in AI answers?

Flozi AI Visibility Diagnosis maps the queries your buyers ask and shows where competitors are getting cited instead of you, and why.

How do I find out why AI isn't recommending my product?

Flozi AI Visibility Diagnosis audits signals AI uses to decide who to cite and tells you exactly which ones your site is failing at.

How is an AI visibility audit different from an SEO audit?

SEO audits check technical foundation, rankings and backlinks. Flozi AI Visibility Diagnosis checks whether AI can extract your content, resolve your brand, and trust your positioning enough to cite you.